## [1] 153201    104
## [1] 26376
## [1] 25183
## [1] 26376

Outcome Variable

Baseline Covariates

Before imputation

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   19.00   54.00   66.00   64.67   77.00  100.00
Characteristic Overall, N = 26,3761 Y=0, N = 25,9121 Y=1, N = 4641
Age 66 (54.0, 77.0) 66 (54.0, 77.0) 69 (55.0, 80.0)
Gender
    Female 10,954 (41.5%) 10,744 (41.5%) 210 (45.3%)
    Male 15,422 (58.5%) 15,168 (58.5%) 254 (54.7%)
Ethnicity
    Asian 565 (2.5%) 551 (2.5%) 14 (3.7%)
    Black 1,695 (7.5%) 1,670 (7.6%) 25 (6.7%)
    Hispanic 779 (3.5%) 762 (3.4%) 17 (4.5%)
    Other 739 (3.3%) 726 (3.3%) 13 (3.5%)
    White 18,694 (83.2%) 18,388 (83.2%) 306 (81.6%)
    (Missing) 3,904 3,815 89
Marital
    No partner 11,260 (45.9%) 11,080 (45.8%) 180 (46.4%)
    Partner 13,294 (54.1%) 13,086 (54.2%) 208 (53.6%)
    (Missing) 1,822 1,746 76
Language
    English 13,436 (86.1%) 13,230 (86.2%) 206 (81.7%)
    Other 2,168 (13.9%) 2,122 (13.8%) 46 (18.3%)
    (Missing) 10,772 10,560 212
Religion
    Christian 13,358 (76.9%) 13,160 (76.9%) 198 (78.0%)
    Other 4,015 (23.1%) 3,959 (23.1%) 56 (22.0%)
    (Missing) 9,003 8,793 210
Insurance 26,072 (98.8%) 25,623 (98.9%) 449 (96.8%)
1 Median (IQR); n (%)

After imputation

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   19.00   54.00   66.00   64.67   77.00  100.00
Characteristic Overall, N = 26,3761 Y=0, N = 25,9121 Y=1, N = 4641
Age 66 (54.0, 77.0) 66 (54.0, 77.0) 69 (55.0, 80.0)
Gender
    Female 10,954 (41.5%) 10,744 (41.5%) 210 (45.3%)
    Male 15,422 (58.5%) 15,168 (58.5%) 254 (54.7%)
Ethnicity
    Asian 565 (2.1%) 551 (2.1%) 14 (3.0%)
    Black 1,695 (6.4%) 1,670 (6.4%) 25 (5.4%)
    Hispanic 779 (3.0%) 762 (2.9%) 17 (3.7%)
    Other 739 (2.8%) 726 (2.8%) 13 (2.8%)
    White 22,598 (85.7%) 22,203 (85.7%) 395 (85.1%)
Marital
    No partner 11,260 (42.7%) 11,080 (42.8%) 180 (38.8%)
    Partner 15,116 (57.3%) 14,832 (57.2%) 284 (61.2%)
Language
    English 24,208 (91.8%) 23,790 (91.8%) 418 (90.1%)
    Other 2,168 (8.2%) 2,122 (8.2%) 46 (9.9%)
Religion
    Christian 22,361 (84.8%) 21,953 (84.7%) 408 (87.9%)
    Other 4,015 (15.2%) 3,959 (15.3%) 56 (12.1%)
Insurance 26,072 (98.8%) 25,623 (98.9%) 449 (96.8%)
1 Median (IQR); n (%)

Vital Signs

Average Vital Sign Measurements in each 12 hours

Before imputation

After imputation

Number of hours without vital sign measurements in each 12 hours

Vital sign measurement rates in each 12 hours

Vital sign outlier rates every 12 hours

Average lab test values in each 12 hours

Before imputation

After imputation

Lab test measurement rates in each 12 hours

Correlation Matrix Plot

Since we don’t have missingness for gender, age, and insurance, the correlations related to them are unknown. 

## quartz_off_screen 
##                 2

## quartz_off_screen 
##                 2

## quartz_off_screen 
##                 2